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US Patent 11087216 Modifying computational graphs

Patent 11087216 was granted and assigned to Google on August, 2021 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Google
Google
Current Assignee
Google
Google
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11087216
Patent Inventor Names
Sanjay Ghemawat0
Vijay Vasudevan0
Jeffrey Adgate Dean0
Date of Patent
August 10, 2021
Patent Application Number
20200909
Date Filed
September 9, 2020
Patent abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for modifying a computational graph to include send and receive nodes. Communication between unique devices performing operations of different subgraphs of the computational graph can be handled efficiently by inserting send and receive nodes into each subgraph. When executed, the operations that these send and receive nodes represent may enable pairs of unique devices to conduct communication with each other in a self-sufficient manner. This shifts the burden of coordinating communication away from the backend, which affords the system that processes this computational graph representation the opportunity to perform one or more other processes while devices are executing subgraphs.

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